scholarly journals Beyond gene ontology (GO): using biocuration approach to improve the gene nomenclature and functional annotation of rice S-domain kinase subfamily

PeerJ ◽  
2021 ◽  
Vol 9 ◽  
pp. e11052
Author(s):  
Sushma Naithani ◽  
Daemon Dikeman ◽  
Priyanka Garg ◽  
Noor Al-Bader ◽  
Pankaj Jaiswal
Keyword(s):  
Gene Ontology ◽  
Abiotic Stress ◽  
Differential Expression ◽  
Functional Annotation ◽  
Expression Profiles ◽  
Abiotic Stress Tolerance ◽  
Family Members ◽  
Gene Families ◽  
Structural Features ◽  
Response Expression

The S-domain subfamily of receptor-like kinases (SDRLKs) in plants is poorly characterized. Most members of this subfamily are currently assigned gene function based on the S-locus Receptor Kinase from Brassica that acts as the female determinant of self-incompatibility (SI). However, Brassica like SI mechanisms does not exist in most plants. Thus, automated Gene Ontology (GO) pipelines are not sufficient for functional annotation of SDRLK subfamily members and lead to erroneous association with the GO biological process of SI. Here, we show that manual bio-curation can help to correct and improve the gene annotations and association with relevant biological processes. Using publicly available genomic and transcriptome datasets, we conducted a detailed analysis of the expansion of the rice (Oryza sativa) SDRLK subfamily, the structure of individual genes and proteins, and their expression.The 144-member SDRLK family in rice consists of 82 receptor-like kinases (RLKs) (67 full-length, 15 truncated),12 receptor-like proteins, 14 SD kinases, 26 kinase-like and 10 GnK2 domain-containing kinases and RLKs. Except for nine genes, all other SDRLK family members are transcribed in rice, but they vary in their tissue-specific and stress-response expression profiles. Furthermore, 98 genes show differential expression under biotic stress and 98 genes show differential expression under abiotic stress conditions, but share 81 genes in common.Our analysis led to the identification of candidate genes likely to play important roles in plant development, pathogen resistance, and abiotic stress tolerance. We propose a nomenclature for 144 SDRLK gene family members based on gene/protein conserved structural features, gene expression profiles, and literature review. Our biocuration approach, rooted in the principles of findability, accessibility, interoperability and reusability, sets forth an example of how manual annotation of large-gene families can fill in the knowledge gap that exists due to the implementation of automated GO projections, thereby helping to improve the quality and contents of public databases.

scholarly journals Promoter-mediated diversification of transcriptional bursting dynamics following gene duplication

2018 ◽  
Vol 115 (33) ◽  
pp. 8364-8369 ◽  
Author(s):  
Edward Tunnacliffe ◽  
Adam M. Corrigan ◽  
Jonathan R. Chubb
Keyword(s):  
Gene Duplication ◽  
Expression Profiles ◽  
Single Cells ◽  
Family Members ◽  
Gene Families ◽  
Developmental Expression ◽  
Upstream Sequence ◽  
Genomic Context ◽  
Entire Family ◽  
Transcriptional Bursting

During the evolution of gene families, functional diversification of proteins often follows gene duplication. However, many gene families expand while preserving protein sequence. Why do cells maintain multiple copies of the same gene? Here we have addressed this question for an actin family with 17 genes encoding an identical protein. The genes have divergent flanking regions and are scattered throughout the genome. Surprisingly, almost the entire family showed similar developmental expression profiles, with their expression also strongly coupled in single cells. Using live cell imaging, we show that differences in gene expression were apparent over shorter timescales, with family members displaying different transcriptional bursting dynamics. Strong “bursty” behaviors contrasted steady, more continuous activity, indicating different regulatory inputs to individual actin genes. To determine the sources of these different dynamic behaviors, we reciprocally exchanged the upstream regulatory regions of gene family members. This revealed that dynamic transcriptional behavior is directly instructed by upstream sequence, rather than features specific to genomic context. A residual minor contribution of genomic context modulates the gene OFF rate. Our data suggest promoter diversification following gene duplication could expand the range of stimuli that regulate the expression of essential genes. These observations contextualize the significance of transcriptional bursting.

scholarly journals Differential Expression Profiles of the Transcriptome and miRNA Interactome in Synovial Fibroblasts of Rheumatoid Arthritis Revealed by Next Generation Sequencing

Diagnostics ◽  
2019 ◽  
Vol 9 (3) ◽  
pp. 98
Author(s):  
Chia-Chun Tseng ◽  
Ling-Yu Wu ◽  
Wen-Chan Tsai ◽  
Tsan-Teng Ou ◽  
Cheng-Chin Wu ◽  
...  
Keyword(s):  
Rheumatoid Arthritis ◽  
Differential Expression ◽  
Regulatory Network ◽  
Functional Annotation ◽  
Interaction Analysis ◽  
Expression Profiles ◽  
Synovial Fibroblasts ◽  
Rna Seq ◽  
Network Mapping ◽  
Generation Sequencing

Using next-generation sequencing to decipher the molecular mechanisms underlying aberrant rheumatoid arthritis synovial fibroblasts (RASF) activation, we performed transcriptome-wide RNA-seq and small RNA-seq on synovial fibroblasts from rheumatoid arthritis (RA) subject and normal donor. Differential expression of mRNA and miRNA was integrated with interaction analysis, functional annotation, regulatory network mapping and experimentally verified miRNA–target interaction data, further validated with microarray expression profiles. In this study, 3049 upregulated mRNA and 3552 downregulated mRNA, together with 50 upregulated miRNA and 35 downregulated miRNA in RASF were identified. Interaction analysis highlighted contribution of miRNA to altered transcriptome. Functional annotation revealed metabolic deregulation and oncogenic signatures of RASF. Regulatory network mapping identified downregulated FOXO1 as master transcription factor resulting in altered transcriptome of RASF. Differential expression in three miRNA and corresponding targets (hsa-miR-31-5p:WASF3, hsa-miR-132-3p:RB1, hsa-miR-29c-3p:COL1A1) were also validated. The interactions of these three miRNA–target genes were experimentally validated with past literature. Our transcriptomic and miRNA interactomic investigation identified gene signatures associated with RASF and revealed the involvement of transcription factors and miRNA in an altered transcriptome. These findings help facilitate our understanding of RA with the hope of serving as a springboard for further discoveries relating to the disease.

scholarly journals Distinct Expression Profiles of lncRNAs Between Regressive and Mature Scars

2015 ◽  
Vol 35 (2) ◽  
pp. 663-675 ◽  
Author(s):  
Jingyun Li ◽  
Wei Long ◽  
Qian Li ◽  
Qing Zhou ◽  
Yu Wang ◽  
...  
Keyword(s):  
Gene Ontology ◽  
Immune System ◽  
Differential Expression ◽  
Pathway Analysis ◽  
Expression Profiles ◽  
Molecular Targets ◽  
Differentially Expressed ◽  
Altered Expression ◽  
Qrt Pcr ◽  
Non Coding Rnas

Background: Recent studies suggest that long non-coding RNAs (lncRNAs) play crucial roles in human diseases. The function of lncRNAs in abnormal scar pathogenesis remains poorly understood. Methods: In this study, we examined the lncRNAs expression profiles among regressive and mature scars following caesarean sections. A total of 30,586 lncRNAs and 26,109 mRNAs were analyzed by microarrays (Human LncRNA Array v3.0, Arraystar, Inc.). Results: In total, we identified 1,871 lncRNAs and 817 mRNAs with differential expression between regressive and mature scar individuals (fold change≥3, p≤0.001). A set of differentially expressed lncRNA transcripts, in particular, lncRNA8975-1, AC097662.2 and RP11-586K2.1, were confirmed using qRT-PCR. Gene ontology and pathway analysis revealed that compared to mature scars, many processes over-represented in regressive scars are related to the immune system. Conclusion: Our results show significantly altered expression profiles of lncRNAs and mRNAs between regressive and mature scars. These transcripts are potential molecular targets for inhibiting abnormal scar formation following caesarean sections.

scholarly journals Global Identification of C2 Domain Contain Proteins And Characterization Of Genetic Variations For Involved Abiotic Stress Tolerance In Rice (Oryza sativa L.)

2021 ◽  
Author(s):  
Hongjia Zhang ◽  
Yuting Zeng ◽  
Jeonghwan Seo ◽  
Yu-Jin Kim ◽  
Sun Tae Kim ◽  
...  
Keyword(s):  
Abiotic Stress ◽  
Oryza Sativa L ◽  
Expression Profiles ◽  
Abiotic Stress Tolerance ◽  
Rice Genome ◽  
C2 Domain ◽  
Mirna Regulation ◽  
Duplication Events ◽  
Global Identification ◽  
Redundancy Function

Abstract BackgroundC2DPs (C2 domain contain proteins) have been identified in different genomes that contain single or multiple C2 domains in their C or N-terminal, it possesses higher functional activity in the cell membrane between the cytoplasm and nucleus. Despite the identification of MCTPs and NTMC2s in rice, Arabidopsis, and cotton in a previous study, however, the C2DP gene family in rice has not been comprehensively studied, and the role of the C2DP gene in rice in response to abiotic stress is unclear.ResultsIn this study, we identified 82 C2DPs in the rice genome and divided them into seven groups through phylogenetic analysis. Synteny analysis revealed that duplication events were either exhibited within the genome of rice or between the genome of rice and other species. Through the analysis of cis-acting elements in promoters, expression profiles, and qRT-PCR results, the functions of OsC2DPs were found to be widely expressed in diverse tissues and were extensively involved in phytohormones and abiotic stress in rice. Prediction of the miRNA targets of OsC2DPs revealed that some of the homolog genes were regulated by consistent miRNAs and may carry out redundancy function. Notably, OsC2DP50/51/52 as a co-tandem duplication exhibited similar expression variations and involved the coincident miRNA-regulation pathway. Moreover, the results of SNP genotyping and haplotype analysis revealed that OsC2DP17, OsC2DP29, and OsC2DP49 possessed diverse haplotypes for impacted cold tolerance owing to genomic variations.ConclusionsThese findings provide a comprehensive sight for characterized OsC2DPs in rice and their roles for abiotic stress. Further, the genetic variation supports the theoretical reference for molecular breeding in rice.

scholarly journals Decrypting tubby-like protein gene family of multiple functions in starch root crop cassava

AoB Plants ◽  
2019 ◽  
Vol 11 (6) ◽  
Author(s):  
Ming-You Dong ◽  
Xian-Wei Fan ◽  
Xiang-Yu Pang ◽  
You-Zhi Li
Keyword(s):  
Abiotic Stress ◽  
Stress Tolerance ◽  
Expression Profiles ◽  
Abiotic Stress Tolerance ◽  
Expression Patterns ◽  
Dimensional Structure ◽  
Soil Conditions ◽  
Promoter Regions ◽  
Root Crop ◽  
Cis Acting

Abstract Tubby-like proteins (TLPs) are ubiquitous in eukaryotes and function in abiotic stress tolerance of some plants. Cassava (Manihot esculenta Crantz) is a high-yield starch root crop and has a high tolerance to poor soil conditions and abiotic stress. However, little is known about TLP gene characteristics and their expression in cassava. We identified cassava TLP genes, MeTLPs, and further analysed structure, duplication, chromosome localization and collinearity, cis-acting elements in the promoter regions and expression patterns of MeTLPs, and three-dimensional structure of the encoded proteins MeTLPs. In conclusion, there is a MeTLP family containing 13 members, which are grouped into A and C subfamilies. There are 11 pairs of MeTLPs that show the duplication which took place between 10.11 and 126.69 million years ago. Two MeTLPs 6 and 9 likely originate from one gene in an ancestral species, may be common ancestors for other MeTLPs and would most likely not be eligible for ubiquitin-related protein degradation because their corresponding proteins (MeTLPs 6 and 9) have no the F-box domain in the N-terminus. MeTLPs feature differences in the number from TLPs in wheat, apple, Arabidopsis, poplar and maize, and are highlighted by segmental duplication but more importantly by the chromosomal collinearity with potato StTLPs. MeTLPs are at least related to abiotic stress tolerance in cassava. However, the subtle differences in function among MeTLPs are predictable partly because of their differential expression profiles, which are coupled with various cis‑acting elements existing in the promoter regions depending on genes.

Systematic analysis of the OSCA family members in Vigna radiata and their involvement in osmotic resistance

2021 ◽  
Author(s):  
Lili Yin ◽  
Meiling Zhang ◽  
Ruigang Wu ◽  
Xiaoliang Chen ◽  
Fei Liu ◽  
...  
Keyword(s):  
Vigna Radiata ◽  
Mung Bean ◽  
Expression Profiles ◽  
Abiotic Stress Tolerance ◽  
Functional Divergence ◽  
Family Members ◽  
Warm Season ◽  
Protein Domain ◽  
Evolutionary Analysis ◽  
Systematic Analysis

Abstract Background Mung bean (Vigna radiata) is a warm-season legume crop and belongs to papilionoid subfamily of the Fabaceae. China is the leading producer of mung bean in the world. It has significant economic and health benefits and is a promising species with broad adaptation and high tolerance to stress environments. The OSCA family members play an important role in the modulation of hypertonic stresses, such as drought and salinity. However, genome-wide analysis of the OSCA family in mung bean is lacking. Results We identified a total of 13 OSCA genes in the mung bean genome and named according to their homology with AtOSCAs. All the OACAs were phylogenetically splitted into four clades. Phylogenetic relationship and synteny analyses showed that the VrOSCAs in mung bean and soybean shared a relatively conserved evolutionary history. In addition, three duplicated VrOSCA gene pairs were identified and the duplicated VrOSCA shave mainly undergone purifying selection pressure during evolution. Protein domain, motif and transmembrane analysis indicated that most of the VrOSCAs shared similar structures with their homologs. The expression pattern showed that exception of VrOSCA2.1, the other 12VrOSCAs were up-regulated expression under treatment with ABA, PEG and NaCl, among which VrOSCA1.4 showed the largest increased expression levels. The duplicated genes VrOSCA2.1/VrOSCA2.2 showed divergence expression, which might experience functionalization during subsequent evolution. The expression profiles under ABA, PEG and NaCl stress revealed a functional divergence of VrOSCA genes, which agreed with the cis-acting elements analysis in the promoter of VrOSCA genes. Conclusions Collectively, the study provided a systematic analysis of the VrOSCA family in mung bean. Our results would lay an important foundation for functional and evolutionary analysis of VrOSCAs, and provide promising genes for further investigation of abiotic stress tolerance in mung bean.

scholarly journals Functional and Transcriptome Analysis Reveals an Acclimatization Strategy for Abiotic Stress Tolerance Mediated by Arabidopsis NF-YA Family Members

PLoS ONE ◽  
2012 ◽  
Vol 7 (10) ◽  
pp. e48138 ◽  
Author(s):  
Marco Antonio Leyva-González ◽  
Enrique Ibarra-Laclette ◽  
Alfredo Cruz-Ramírez ◽  
Luis Herrera-Estrella
Keyword(s):  
Abiotic Stress ◽  
Stress Tolerance ◽  
Transcriptome Analysis ◽  
Abiotic Stress Tolerance ◽  
Family Members

scholarly journals Genome-Wide Identification, Evolution, and Comparative Analysis of B-Box Genes in Brassica rapa, B. oleracea, and B. napus and Their Expression Profiling in B. rapa in Response to Multiple Hormones and Abiotic Stresses

2021 ◽  
Vol 22 (19) ◽  
pp. 10367
Author(s):  
Sonam Singh ◽  
Sushil Satish Chhapekar ◽  
Yinbo Ma ◽  
Jana Jeevan Rameneni ◽  
Sang Heon Oh ◽  
...  
Keyword(s):  
Abiotic Stress ◽  
Brassica Rapa ◽  
Stress Responses ◽  
Abiotic Stresses ◽  
Expression Profiles ◽  
Gene Families ◽  
Regulatory Elements ◽  
Evolutionary Analysis ◽  
Gene Promoters ◽  
A Genome

The B-box zinc-finger transcription factors are important for plant growth, development, and various physiological processes such as photomorphogenesis, light signaling, and flowering, as well as for several biotic and abiotic stress responses. However, there is relatively little information available regarding Brassica B-box genes and their expression. In this study, we identified 51, 52, and 101 non-redundant genes encoding B-box proteins in Brassica rapa (BrBBX genes), B. oleracea (BoBBX genes), and B. napus (BnBBX genes), respectively. A whole-genome identification, characterization, and evolutionary analysis (synteny and orthology) of the B-box gene families in the diploid species B. rapa (A genome) and B. oleracea (C genome) and in the allotetraploid species B. napus (AC genome) revealed segmental duplications were the major contributors to the expansion of the BrassicaBBX gene families. The BrassicaBBX genes were classified into five subgroups according to phylogenetic relationships, gene structures, and conserved domains. Light-responsive cis-regulatory elements were detected in many of the BBX gene promoters. Additionally, BrBBX expression profiles in different tissues and in response to various abiotic stresses (heat, cold, salt, and drought) or hormones (abscisic acid, methyl jasmonate, and gibberellic acid) were analyzed by qRT-PCR. The data indicated that many B-box genes (e.g., BrBBX13, BrBBX15, and BrBBX17) may contribute to plant development and growth as well as abiotic stress tolerance. Overall, the identified BBX genes may be useful as functional genetic markers for multiple stress responses and plant developmental processes.

scholarly journals Meta-analysis of liver and heart transcriptomic data for functional annotation transfer in mammalian orthologs

2017 ◽  
Author(s):  
Pía Francesca Loren Reyes ◽  
Tom Michoel ◽  
Anagha Joshi ◽  
Guillaume Devailly
Keyword(s):  
Functional Annotation ◽  
Expression Profiles ◽  
Meta Analysis ◽  
Gene Families ◽  
Homologous Gene ◽  
Orthologous Genes ◽  
Transcriptomic Data ◽  
Genome Wide ◽  
Genome Wide Expression ◽  
Functional Orthologs

AbstractFunctional annotation transfer across multi-gene family orthologs can lead to functional misannotations. We hypothesised that co-expression network will help predict functional orthologs amongst complex homologous gene families. To explore the use of transcriptomic data available in public domain to identify functionally equivalent ones from all predicted orthologs, we collected genome wide expression data in mouse and rat liver from over 1500 experiments with varied treatments. We used a hyper-graph clustering method to identify clusters of orthologous genes co-expressed in both mouse and rat. We validated these clusters by analysing expression profiles in each species separately, and demonstrating a high overlap. We then focused on genes in 18 homology groups with one-to-many or many-to-many relationships between two species, to discriminate between functionally equivalent and non-equivalent orthologs. Finally, we further applied our method by collecting heart transcriptomic data (over 1400 experiments) in rat and mouse to validate the method in an independent tissue.

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